A variance estimator for the mean of a systematic sample in two dimensions is proposed and analyzed. The estimation strategy relies on a super-population model which follows a spatial auto-regressive structure and allows for the presence of covariates. The small sample properties of the proposed procedure are analyzed by simulations: the model-based estimation strategy shows an excellent performance in a variety of situations which are common in real situations.
Model-based variance estimation in two-dimensional systematic sampling / Espa, Giuseppe; Giuliani, Diego; Santi, Flavio; Taufer, Emanuele. - In: METRON. - ISSN 2281-695X. - ELETTRONICO. - 75:3(2017), pp. 265-275. [10.1007/s40300-017-0125-z]
Titolo: | Model-based variance estimation in two-dimensional systematic sampling | |
Autori: | Espa, Giuseppe; Giuliani, Diego; Santi, Flavio; Taufer, Emanuele | |
Autori Unitn: | ||
Titolo del periodico: | METRON | |
Anno di pubblicazione: | 2017 | |
Numero e parte del fascicolo: | 3 | |
Codice identificativo Scopus: | 2-s2.0-85035317757 | |
Codice identificativo WOS: | WOS:000415867500004 | |
Digital Object Identifier (DOI): | http://dx.doi.org/10.1007/s40300-017-0125-z | |
Handle: | http://hdl.handle.net/11572/186091 | |
Citazione: | Model-based variance estimation in two-dimensional systematic sampling / Espa, Giuseppe; Giuliani, Diego; Santi, Flavio; Taufer, Emanuele. - In: METRON. - ISSN 2281-695X. - ELETTRONICO. - 75:3(2017), pp. 265-275. [10.1007/s40300-017-0125-z] | |
Appare nelle tipologie: | 03.1 Articolo su rivista (Journal article) |
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